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Interpretable Machine Learning Method to Predict the Risk of Pre-Diabetes Using a National-Wide Cross-Sectional Data: Evidence from CHNS

Xiaolong Li, Fan Ding, Lu Zhang,Shi Zhao,Zengyun Hu,Zhanbing Ma, Feng Li,Yuhong Zhang,Yi Zhao,Yu Zhao

BMC Public Health(2025)

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Key words
Pre-diabetes,LASSO regression,XGBoost model,Prediction,Shapley additive explanation
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